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ResearchFormerly WizWand

Classification on ai usage (val)

73.8AUROCHuman-LLM Collaborative Feature Engineering Framework
67.24868.94970.6572.351Jan 28, 2026
Updated 8mo ago

Evaluation results

MethodLinks
Human-LLM Collaborative Feature Engineering FrameworkDownstream Model=XGBoost, LLM Backbone=GPT-4o, Human Involvement=Active2026.0173.8
Human-LLM Collaborative Feature Engineering FrameworkDownstream Model=XGBoost, LLM Backbone=GPT-4o, Human Involvement=Absent2026.0173.3
OCTreeDownstream Model=XGBoost, LLM Backbone=GPT-4o2026.0172.4
OpenFEDownstream Model=XGBoost2026.0171.8
AutoGluonDownstream Model=XGBoost2026.0171.5
CAAFEDownstream Model=XGBoost, LLM Backbone=GPT-4o2026.0171.3
Human-LLM Collaborative Feature Engineering FrameworkDownstream Model=MLP, LLM Backbone=GPT-4o, Human Involvement=Absent2026.0168.5
Human-LLM Collaborative Feature Engineering FrameworkDownstream Model=MLP, LLM Backbone=GPT-4o, Human Involvement=Active2026.0168.3
CAAFEDownstream Model=MLP, LLM Backbone=GPT-4o2026.0168.2
OCTreeDownstream Model=MLP, LLM Backbone=GPT-4o2026.0168
OpenFEDownstream Model=MLP2026.0167.8
AutoGluonDownstream Model=MLP2026.0167.5